jargon

Applied AI·Embeddings and retrieval

you built the index, watched memory use climb and the build take a while, and got fast accurate search out of it.

HNSW

Draft summary, pending review

Hierarchical navigable small world: the dominant ANN index, a layered graph navigated greedily from coarse to fine. Fast and accurate, at the cost of memory and slower index builds. The default in most vector stores, including pgvector.